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The Machine Learning Lifecycle: 10 Steps From Problem to Production (And Why Most Projects Fail at Step 3)

Dev.to · Ege Pakten 1mo ago

The Machine Learning Lifecycle: 10 Steps From Problem to Production (And Why Most Projects Fail at Step 3)

Every ML tutorial jumps straight to model training. But in the real world, training is step 7 out of...

Two Main Sources of ML Models: Pre-trained vs Custom — Which One Should You Use?

Dev.to · Ege Pakten 2mo ago

Two Main Sources of ML Models: Pre-trained vs Custom — Which One Should You Use?

You want to build an AI-powered feature. Maybe a chatbot, an image classifier, or a recommendation...

What Is AgentOps? A Beginner-Friendly Guide Using a Real Hospital Use Case

Dev.to · Ege Pakten 2mo ago

What Is AgentOps? A Beginner-Friendly Guide Using a Real Hospital Use Case

AI agents are no longer just chatbots; they are autonomous workers running real operations. But how...

AWS Basics But Needs to Be Known Before You Start Your Certification

Dev.to · Ege Pakten 2mo ago

AWS Basics But Needs to Be Known Before You Start Your Certification

You don't need to memorize 200 services to start your AWS journey. But you do need to understand the...

What I Learned from "The Mom Test" - A Developer's Guide to Customer Conversations - Part 2

Dev.to · Ege Pakten 5mo ago

What I Learned from "The Mom Test" - A Developer's Guide to Customer Conversations - Part 2

Chapter 3: Asking Important Questions Table of Contents The Trivial...

What I Learned from "The Mom Test" - A Developer's Guide to Customer Conversations - Part 1

Dev.to · Ege Pakten 5mo ago

What I Learned from "The Mom Test" - A Developer's Guide to Customer Conversations - Part 1

As developers, we're great at building things. But here's the uncomfortable truth: we often build the...